Shuwen Zheng

Empirical study on fine-tuning pre-trained large language models for fault diagnosis of complex systems

Shuwen Zheng, Kai Pan, Jie Liu et al. · Reliability Engineering & System Safety · 2024 · 99 citations

Computing, Computer Science, Systems Engineering +17

Causal Graph Attention Network with Disentangled Representations for Complex Systems Fault Detection

Jie Liu, Shuwen Zheng, Chong Wang · Reliability Engineering & System Safety · 2023 · 55 citations

Engineering, Systems Engineering, Causal Inference +15

Fault detection in complex mechatronic systems by a hierarchical graph convolution attention network based on causal paths

Shuwen Zheng, Chong Wang, Enrico Zio et al. · Reliability Engineering & System Safety · 2023 · 46 citations · Full text

Engineering, Mechatronics Engineering, Systems Engineering +14

Effects of spatial scale on the built environments of community life circles providing health functions and services

Wenping Liu, Shuwen Zheng, Xuyu Hu et al. · Building and Environment · 2022 · 34 citations

Social Sciences, Community Health, Urban Planning +16

Causal graph-based spatial–temporal attention network for RUL prediction of complex systems

Shuwen Zheng, Jie Liu, Yunxia Chen et al. · Computers & Industrial Engineering · 2025 · 24 citations

Engineering, Systems Engineering, Artificial Intelligence +12